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lxq8191's Projects

capsule-networks icon capsule-networks

A Tensorflow(v1.4) implementation of Capsule Networks (Dynamic Routing Between Capsules , https://arxiv.org/abs/1710.09829)

cdae icon cdae

Collaborative Denoising Auto-Encoder for Top-N Recommender Systems

cdae-1 icon cdae-1

Collaborative Denoising Auto-Encoder (CDAE)

cdae-2 icon cdae-2

Try to reproduce CDAE from paper

cf-nade icon cf-nade

A implementation of CF-NADE. Yin Zheng, et. al. "A Neural Autoregressive Approach to Collaborative Filtering", accepted by ICML 2016.

cofactor icon cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

deep-learning icon deep-learning

Stacked Denoising Autoencoders (SDA) implemented in TensorFlow to analyze clinical health records and construct deep learning models to predict future patient complications.

dropoutnet icon dropoutnet

Python + TensorFlow implementation of the DropoutNet model

mlalgorithms icon mlalgorithms

Minimal and clean examples of machine learning algorithms

models icon models

Models and examples built with TensorFlow

pace2017 icon pace2017

A step-by-step Keras implementation of PACE (Preference And Context Embedding) described in our KDD 2017 paper.

pmf icon pmf

This is a python code for probabilistic matrix factorization in recommendation.

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